Network Latency Estimation for Personal Devices: A Matrix Completion Approach

@article{Zhu2017NetworkLE,
  title={Network Latency Estimation for Personal Devices: A Matrix Completion Approach},
  author={Rui Zhu and Bang Ling Liu and Di Niu and Zongpeng Li and H. Vicky Zhao},
  journal={IEEE/ACM Transactions on Networking},
  year={2017},
  volume={25},
  pages={724-737}
}
Network latency prediction is important for server selection and quality-of-service estimation in real-time applications on the Internet. Traditional network latency prediction schemes attempt to estimate the latencies between all pairs of nodes in a network based on sampled round-trip times, through either Euclidean embedding or matrix factorization. However, these schemes become less effective in terms of estimating the latencies of personal devices, due to unstable and time-varying network… CONTINUE READING

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References

Publications referenced by this paper.
SHOWING 1-6 OF 6 REFERENCES